gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

qwen3.5-4b-mlx

LM-STUDIO MLX

qwen3_5 · 4B · 4bit

Not Rec.

Mar 6, 2026 · Apple M4 Pro

Global Score

77 vs 62

Hardware Fit

59 vs 35

Quality Score

84 vs 73

Hardware

gemma4:12b qwen3.5-4b-mlx

MachineASUSTeK COMPUTER INC. GX10Mac mini

CPUCortex-X925Apple M4 Pro

Cores2014

RAM122 GB64 GB

GPUDevice 2e12Apple M4 Pro

OSUbuntu 24.04.4 LTSmacOS 15.7.4

Archarm64arm64

Power Modeperformancebalanced

Performance

gemma4:12b qwen3.5-4b-mlx

Tokens/sec26.80.0

First chunk632 ms5548 ms

TTFT30.0 s5.5 s

Load time5.4 sN/A

Memory usage9.3 GB2.9 GB

Memory %8%5%

HW Fit Score Breakdown

gemma4:12b

Speed

29/50

TTFT

0/20

Memory

30/30

qwen3.5-4b-mlx

Speed

0/50

TTFT

6/20

Memory

29/30

Quality

gemma4:12b

Reasoning

17/20

Coding

17/20

Instruction

13/20

Structured

14/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.5-4b-mlx

Reasoning

17/20

Coding

17/20

Instruction

9/20

Structured

8/15

Math

13/15

Multilingual

9/10

Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

View gemma4:12b details | View qwen3.5-4b-mlx details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest